// Copyright 2020 The MediaPipe Authors.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
#include "absl/memory/memory.h"
#include "mediapipe/framework/calculator_framework.h"
#include "mediapipe/framework/formats/landmark.pb.h"
#include "mediapipe/framework/port/ret_check.h"
#include "mediapipe/framework/port/status.h"
#include "mediapipe/modules/objectron/calculators/annotation_data.pb.h"
namespace mediapipe {
namespace {
constexpr char kInputLandmarksTag[] = "LANDMARKS";
constexpr char kInputMultiLandmarksTag[] = "MULTI_LANDMARKS";
constexpr char kOutputFrameAnnotationTag[] = "FRAME_ANNOTATION";
} // namespace
// A calculator that converts NormalizedLandmarkList to FrameAnnotation proto.
class LandmarksToFrameAnnotationCalculator : public CalculatorBase {
public:
static absl::Status GetContract(CalculatorContract* cc);
absl::Status Open(CalculatorContext* cc) override;
absl::Status Process(CalculatorContext* cc) override;
private:
void AddLandmarksToFrameAnnotation(const NormalizedLandmarkList& landmarks,
FrameAnnotation* frame_annotation);
};
REGISTER_CALCULATOR(LandmarksToFrameAnnotationCalculator);
absl::Status LandmarksToFrameAnnotationCalculator::GetContract(
CalculatorContract* cc) {
RET_CHECK(!cc->Inputs().GetTags().empty());
RET_CHECK(!cc->Outputs().GetTags().empty());
if (cc->Inputs().HasTag(kInputLandmarksTag)) {
cc->Inputs().Tag(kInputLandmarksTag).Set<NormalizedLandmarkList>();
}
if (cc->Inputs().HasTag(kInputMultiLandmarksTag)) {
cc->Inputs()
.Tag(kInputMultiLandmarksTag)
.Set<std::vector<NormalizedLandmarkList>>();
}
if (cc->Outputs().HasTag(kOutputFrameAnnotationTag)) {
cc->Outputs().Tag(kOutputFrameAnnotationTag).Set<FrameAnnotation>();
}
return absl::OkStatus();
}
absl::Status LandmarksToFrameAnnotationCalculator::Open(CalculatorContext* cc) {
cc->SetOffset(TimestampDiff(0));
return absl::OkStatus();
}
absl::Status LandmarksToFrameAnnotationCalculator::Process(
CalculatorContext* cc) {
auto frame_annotation = absl::make_unique<FrameAnnotation>();
// Handle the case when input has only one NormalizedLandmarkList.
if (cc->Inputs().HasTag(kInputLandmarksTag) &&
!cc->Inputs().Tag(kInputLandmarksTag).IsEmpty()) {
const auto& landmarks =
cc->Inputs().Tag(kInputMultiLandmarksTag).Get<NormalizedLandmarkList>();
AddLandmarksToFrameAnnotation(landmarks, frame_annotation.get());
}
// Handle the case when input has muliple NormalizedLandmarkList.
if (cc->Inputs().HasTag(kInputMultiLandmarksTag) &&
!cc->Inputs().Tag(kInputMultiLandmarksTag).IsEmpty()) {
const auto& landmarks_list =
cc->Inputs()
.Tag(kInputMultiLandmarksTag)
.Get<std::vector<NormalizedLandmarkList>>();
for (const auto& landmarks : landmarks_list) {
AddLandmarksToFrameAnnotation(landmarks, frame_annotation.get());
}
}
// Output
if (cc->Outputs().HasTag(kOutputFrameAnnotationTag)) {
cc->Outputs()
.Tag(kOutputFrameAnnotationTag)
.Add(frame_annotation.release(), cc->InputTimestamp());
}
return absl::OkStatus();
}
void LandmarksToFrameAnnotationCalculator::AddLandmarksToFrameAnnotation(
const NormalizedLandmarkList& landmarks,
FrameAnnotation* frame_annotation) {
auto* new_annotation = frame_annotation->add_annotations();
for (const auto& landmark : landmarks.landmark()) {
auto* point2d = new_annotation->add_keypoints()->mutable_point_2d();
point2d->set_x(landmark.x());
point2d->set_y(landmark.y());
}
}
} // namespace mediapipe